Data Reports
Building Predictive Models
Financial Insights
Trend Analysis
Data Mining Techniques for Text Analysis
Customer Analytics
Building a Visual Culture in Organizations
Content
Operational Analytics 
Operational analytics is a subset of business analytics that focuses on analyzing
data derived from daily operations to improve efficiency and effectiveness within an organization
...Visualization: Presenting data in an easily understandable format using dashboards and
reports ...
Develop Comprehensive Strategies These strategies often involve:
Data Collection Data Analysis Model Development Implementation Planning Performance Monitoring The Role of Prescriptive Analytics Prescriptive analytics is a key component of developing comprehensive strategies
...Secondary Data: Existing data obtained from
reports, studies, and databases
...
Building Predictive Models These models use historical
data to identify patterns and make informed predictions about future events
...External Data Data obtained from third-party sources, such as market research
reports, social media, and public datasets
...
Financial Insights Financial insights refer to the analysis and interpretation of financial
data to provide actionable recommendations for businesses and investors
...Reporting Creating visual representations of data insights through dashboards and
reports to facilitate understanding
...
Trend Analysis Trend analysis is a critical component of business analytics and business intelligence, focusing on the evaluation of
data over time to identify patterns, shifts, and trends that can inform strategic decision-making
...Data Collection: Gather relevant historical data from various sources, including sales
reports, customer feedback, and market research
...
Data Mining Techniques for Text Analysis Data mining techniques for text analysis are essential tools in the field of business analytics, enabling organizations to extract valuable insights from unstructured text data
...Risk Management: Organizations can identify potential risks by analyzing news articles and
reports related to their industry
...
Customer Analytics (K)
Customer analytics is a vital aspect of business analytics that focuses on understanding customer behavior through
data analysis
...Reporting and Visualization Presenting data insights through dashboards and
reports for easy interpretation
...
Building a Visual Culture in Organizations This approach enhances understanding, fosters collaboration, and drives
data-driven decision-making
...Company C Encouraged teams to share visual
reports in regular meetings
...
Content Textual Content Written information that conveys messages, instructions, or
data ...Articles, blogs,
reports, emails Visual Content Images and graphics that enhance understanding and engagement
...
Visual Representation Techniques representation techniques are essential tools in the field of business analytics, enabling organizations to transform complex
data into understandable visual formats
...Google Data Studio A free tool that allows users to create interactive dashboards and
reports ...
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